Table Data - All Employees: Professional and Business Services in Baltimore-Columbia-Towson, MD (MSA)
| Title | All Employees: Professional and Business Services in Baltimore-Columbia-Towson, MD (MSA) |
|---|---|
| Series ID | BALT524PBSV |
| Source | U.S. Bureau of Labor Statistics |
| Release | State Employment and Unemployment |
| Seasonal Adjustment | Seasonally Adjusted |
| Frequency | Monthly |
| Units | Thousands of Persons |
| Date Range | 1990-01-01 to 2026-06-01 |
| Last Updated | 2026-07-22 9:56 AM CDT |
| Notes | The Federal Reserve Bank of St. Louis seasonally adjusts this series by using the 'statsmodels' library from Python with default parameter settings. The package uses the U.S. Bureau of the Census X-13ARIMA-SEATS Seasonal Adjustment Program. More information on the 'statsmodels' X-13ARIMA-SEATS package can be found here. More information on X-13ARIMA-SEATS can be found here. Many series include both seasonally adjusted (SA) and not seasonally adjusted (NSA) data. Occasionally, updates to the data will not include sufficient seasonal factors to trigger a seasonal adjustment. In these cases, the NSA series will be updated normally; but the SA series will also be updated with the NSA data. The NSA series can be located here here. Some seasonally adjusted series may exhibit negative values because they are created from a seasonal adjustment process regardless of the actual meaning or interpretation of the given indicator. |
| DATE | VALUE |
|---|---|
| 1990-01-01 | 120.740480893862 |
| 1990-02-01 | 121.591253900633 |
| 1990-03-01 | 122.118654383109 |
| 1990-04-01 | 123.195845024643 |
| 1990-05-01 | 123.504859918329 |
| 1990-06-01 | 123.898116815155 |
| 1990-07-01 | 124.160064975612 |
| 1990-08-01 | 124.335451496507 |
| 1990-09-01 | 124.746973126158 |
| 1990-10-01 | 120.567541898433 |
| 1990-11-01 | 121.095726324064 |
| 1990-12-01 | 120.812517863485 |
| 1991-01-01 | 120.584284212955 |
| 1991-02-01 | 119.982281043011 |
| 1991-03-01 | 119.198050316265 |
| 1991-04-01 | 118.427658024039 |
| 1991-05-01 | 118.212588806698 |
| 1991-06-01 | 118.693713318616 |
| 1991-07-01 | 117.463449724964 |
| 1991-08-01 | 117.308445403103 |
| 1991-09-01 | 117.277413143373 |
| 1991-10-01 | 116.566185858872 |
| 1991-11-01 | 117.072814996756 |
| 1991-12-01 | 117.288470887664 |
| 1992-01-01 | 117.058491400836 |
| 1992-02-01 | 117.102794317846 |
| 1992-03-01 | 116.215226415249 |
| 1992-04-01 | 115.164289108676 |
| 1992-05-01 | 114.547352302698 |
| 1992-06-01 | 114.136553806345 |
| 1992-07-01 | 114.631108276903 |
| 1992-08-01 | 114.651193370043 |
| 1992-09-01 | 114.953939376531 |
| 1992-10-01 | 116.553907032299 |
| 1992-11-01 | 115.486581750148 |
| 1992-12-01 | 115.229014305031 |
| 1993-01-01 | 116.179840826393 |
| 1993-02-01 | 116.342680654050 |
| 1993-03-01 | 115.261649188507 |
| 1993-04-01 | 118.876274407886 |
| 1993-05-01 | 119.557390438436 |
| 1993-06-01 | 119.386143014168 |
| 1993-07-01 | 120.218073189164 |
| 1993-08-01 | 119.729890722960 |
| 1993-09-01 | 120.270094391013 |
| 1993-10-01 | 120.688725016525 |
| 1993-11-01 | 121.044217198114 |
| 1993-12-01 | 121.231269780257 |
| 1994-01-01 | 119.227406197175 |
| 1994-02-01 | 120.313481335902 |
| 1994-03-01 | 120.989139003894 |
| 1994-04-01 | 121.579704845580 |
| 1994-05-01 | 122.159042067975 |
| 1994-06-01 | 122.691412088738 |
| 1994-07-01 | 123.285858528261 |
| 1994-08-01 | 123.371369479616 |
| 1994-09-01 | 124.544641545073 |
| 1994-10-01 | 122.239277859639 |
| 1994-11-01 | 123.542598650648 |
| 1994-12-01 | 124.197699666145 |
| 1995-01-01 | 128.318031489111 |
| 1995-02-01 | 129.092375803377 |
| 1995-03-01 | 127.866597691711 |
| 1995-04-01 | 125.849925503099 |
| 1995-05-01 | 125.975278118571 |
| 1995-06-01 | 125.868940470949 |
| 1995-07-01 | 124.829425985067 |
| 1995-08-01 | 125.453977129940 |
| 1995-09-01 | 125.782542990635 |
| 1995-10-01 | 126.352897831058 |
| 1995-11-01 | 127.068140249713 |
| 1995-12-01 | 128.178059816909 |
| 1996-01-01 | 124.617235047275 |
| 1996-02-01 | 129.715967544485 |
| 1996-03-01 | 130.400868604860 |
| 1996-04-01 | 131.557682819935 |
| 1996-05-01 | 132.232772936212 |
| 1996-06-01 | 132.528903183386 |
| 1996-07-01 | 133.097576864175 |
| 1996-08-01 | 134.612693054554 |
| 1996-09-01 | 134.837023056433 |
| 1996-10-01 | 135.048161800018 |
| 1996-11-01 | 136.024963468786 |
| 1996-12-01 | 135.454026917164 |
| 1997-01-01 | 136.919288955716 |
| 1997-02-01 | 138.356490320681 |
| 1997-03-01 | 139.763668878655 |
| 1997-04-01 | 141.319409949321 |
| 1997-05-01 | 142.414773643910 |
| 1997-06-01 | 143.270590283708 |
| 1997-07-01 | 144.391197174448 |
| 1997-08-01 | 144.861494503875 |
| 1997-09-01 | 145.947922121044 |
| 1997-10-01 | 148.136471056113 |
| 1997-11-01 | 148.793594569862 |
| 1997-12-01 | 149.536785565501 |
| 1998-01-01 | 144.148338852402 |
| 1998-02-01 | 145.073183808487 |
| 1998-03-01 | 145.293863213275 |
| 1998-04-01 | 144.913052235390 |
| 1998-05-01 | 145.441536606389 |
| 1998-06-01 | 147.413466643745 |
| 1998-07-01 | 149.593387727493 |
| 1998-08-01 | 150.710774337691 |
| 1998-09-01 | 151.890214013175 |
| 1998-10-01 | 152.283884724806 |
| 1998-11-01 | 153.096476392483 |
| 1998-12-01 | 153.858216068225 |
| 1999-01-01 | 152.237092447945 |
| 1999-02-01 | 154.676560783577 |
| 1999-03-01 | 156.110213546006 |
| 1999-04-01 | 160.267874315526 |
| 1999-05-01 | 160.802249355809 |
| 1999-06-01 | 162.143612145266 |
| 1999-07-01 | 162.241306804689 |
| 1999-08-01 | 161.767949389577 |
| 1999-09-01 | 163.961061776070 |
| 1999-10-01 | 167.333708037296 |
| 1999-11-01 | 167.179171011359 |
| 1999-12-01 | 168.402453227947 |
| 2000-01-01 | 166.524665305290 |
| 2000-02-01 | 167.568886195799 |
| 2000-03-01 | 169.840782366346 |
| 2000-04-01 | 173.638016654070 |
| 2000-05-01 | 173.028112981635 |
| 2000-06-01 | 174.260210958771 |
| 2000-07-01 | 173.584133484630 |
| 2000-08-01 | 174.851964353480 |
| 2000-09-01 | 175.059794449464 |
| 2000-10-01 | 175.494223757060 |
| 2000-11-01 | 175.340508095000 |
| 2000-12-01 | 175.073180008338 |
| 2001-01-01 | 178.875301342843 |
| 2001-02-01 | 179.553198822137 |
| 2001-03-01 | 179.250197243931 |
| 2001-04-01 | 178.347758153131 |
| 2001-05-01 | 178.421504888415 |
| 2001-06-01 | 177.408050107314 |
| 2001-07-01 | 179.640304129432 |
| 2001-08-01 | 179.382347655722 |
| 2001-09-01 | 178.647963914291 |
| 2001-10-01 | 176.698961531756 |
| 2001-11-01 | 178.128231261395 |
| 2001-12-01 | 177.101526894774 |
| 2002-01-01 | 176.360637573046 |
| 2002-02-01 | 176.657027165741 |
| 2002-03-01 | 176.951979970868 |
| 2002-04-01 | 175.233736398367 |
| 2002-05-01 | 175.432295364358 |
| 2002-06-01 | 175.444077713035 |
| 2002-07-01 | 175.019037089405 |
| 2002-08-01 | 176.199150393963 |
| 2002-09-01 | 175.203718421425 |
| 2002-10-01 | 174.511227834126 |
| 2002-11-01 | 174.689118102550 |
| 2002-12-01 | 174.409892073056 |
| 2003-01-01 | 174.070413948220 |
| 2003-02-01 | 171.649011419973 |
| 2003-03-01 | 172.268229181648 |
| 2003-04-01 | 175.021242026068 |
| 2003-05-01 | 174.332698729883 |
| 2003-06-01 | 174.237574495576 |
| 2003-07-01 | 171.988019689208 |
| 2003-08-01 | 173.586498543007 |
| 2003-09-01 | 174.785423419326 |
| 2003-10-01 | 176.820940953109 |
| 2003-11-01 | 176.392743508962 |
| 2003-12-01 | 176.920800306500 |
| 2004-01-01 | 176.866440725167 |
| 2004-02-01 | 177.042004282876 |
| 2004-03-01 | 177.766677949882 |
| 2004-04-01 | 177.050578015650 |
| 2004-05-01 | 177.707348764655 |
| 2004-06-01 | 178.995748184009 |
| 2004-07-01 | 180.156701631890 |
| 2004-08-01 | 180.092220733828 |
| 2004-09-01 | 179.985702877726 |
| 2004-10-01 | 181.533787949090 |
| 2004-11-01 | 181.861847578413 |
| 2004-12-01 | 181.782628158285 |
| 2005-01-01 | 182.791417999136 |
| 2005-02-01 | 183.626584391542 |
| 2005-03-01 | 184.080010158468 |
| 2005-04-01 | 184.243088150125 |
| 2005-05-01 | 184.393713844429 |
| 2005-06-01 | 184.263416520313 |
| 2005-07-01 | 184.275832344366 |
| 2005-08-01 | 184.492549859450 |
| 2005-09-01 | 185.832070136584 |
| 2005-10-01 | 184.467763367961 |
| 2005-11-01 | 184.299102576245 |
| 2005-12-01 | 183.914266897167 |
| 2006-01-01 | 187.217249116612 |
| 2006-02-01 | 188.394390984957 |
| 2006-03-01 | 189.359030791827 |
| 2006-04-01 | 189.849862246959 |
| 2006-05-01 | 189.977137387214 |
| 2006-06-01 | 190.222480693091 |
| 2006-07-01 | 190.459473775230 |
| 2006-08-01 | 190.285583501833 |
| 2006-09-01 | 190.581757376160 |
| 2006-10-01 | 190.722433836310 |
| 2006-11-01 | 190.819473390702 |
| 2006-12-01 | 191.391813536842 |
| 2007-01-01 | 190.998876114338 |
| 2007-02-01 | 191.036097603793 |
| 2007-03-01 | 191.417856777175 |
| 2007-04-01 | 192.153857463472 |
| 2007-05-01 | 191.883995734455 |
| 2007-06-01 | 192.605854538975 |
| 2007-07-01 | 191.901350662630 |
| 2007-08-01 | 192.883149997309 |
| 2007-09-01 | 193.573913903035 |
| 2007-10-01 | 193.721166189530 |
| 2007-11-01 | 194.815128237407 |
| 2007-12-01 | 195.097380762497 |
| 2008-01-01 | 195.896994055733 |
| 2008-02-01 | 196.154959705891 |
| 2008-03-01 | 195.946268022460 |
| 2008-04-01 | 195.567685492409 |
| 2008-05-01 | 195.884680501499 |
| 2008-06-01 | 194.755128403546 |
| 2008-07-01 | 194.790027669306 |
| 2008-08-01 | 194.639118027704 |
| 2008-09-01 | 193.498104642157 |
| 2008-10-01 | 192.409241730178 |
| 2008-11-01 | 190.440472629937 |
| 2008-12-01 | 188.794026304478 |
| 2009-01-01 | 187.074153043459 |
| 2009-02-01 | 185.446356641303 |
| 2009-03-01 | 183.858691465777 |
| 2009-04-01 | 183.581015323985 |
| 2009-05-01 | 183.154109455360 |
| 2009-06-01 | 183.408619309315 |
| 2009-07-01 | 183.617838904918 |
| 2009-08-01 | 183.423282503704 |
| 2009-09-01 | 183.291402546720 |
| 2009-10-01 | 183.339214806273 |
| 2009-11-01 | 182.908959099708 |
| 2009-12-01 | 183.232495031703 |
| 2010-01-01 | 183.387775303094 |
| 2010-02-01 | 181.340788786537 |
| 2010-03-01 | 184.639421729019 |
| 2010-04-01 | 185.109153670678 |
| 2010-05-01 | 185.230189159801 |
| 2010-06-01 | 186.950125084818 |
| 2010-07-01 | 185.578013181190 |
| 2010-08-01 | 185.738586859474 |
| 2010-09-01 | 185.666211795298 |
| 2010-10-01 | 188.199265736462 |
| 2010-11-01 | 187.695977083571 |
| 2010-12-01 | 188.548007888668 |
| 2011-01-01 | 189.327740772208 |
| 2011-02-01 | 189.838956965030 |
| 2011-03-01 | 190.731173876026 |
| 2011-04-01 | 193.249807093229 |
| 2011-05-01 | 194.241504338884 |
| 2011-06-01 | 195.336968715311 |
| 2011-07-01 | 197.363231717433 |
| 2011-08-01 | 197.949248284725 |
| 2011-09-01 | 199.695173056093 |
| 2011-10-01 | 201.198082520683 |
| 2011-11-01 | 202.431843075477 |
| 2011-12-01 | 204.041897347556 |
| 2012-01-01 | 205.430315247975 |
| 2012-02-01 | 205.602646551143 |
| 2012-03-01 | 206.526169133815 |
| 2012-04-01 | 205.172846889575 |
| 2012-05-01 | 207.321521605400 |
| 2012-06-01 | 207.500285079199 |
| 2012-07-01 | 207.053662335206 |
| 2012-08-01 | 209.201845236220 |
| 2012-09-01 | 210.636451370619 |
| 2012-10-01 | 210.723147926465 |
| 2012-11-01 | 212.102763062802 |
| 2012-12-01 | 212.559303992987 |
| 2013-01-01 | 213.308753775242 |
| 2013-02-01 | 214.897430599022 |
| 2013-03-01 | 216.478428029989 |
| 2013-04-01 | 213.681344786896 |
| 2013-05-01 | 215.039865333185 |
| 2013-06-01 | 216.705254111478 |
| 2013-07-01 | 216.014919307075 |
| 2013-08-01 | 217.167256867580 |
| 2013-09-01 | 217.806973929414 |
| 2013-10-01 | 217.620494480452 |
| 2013-11-01 | 218.627036898466 |
| 2013-12-01 | 217.931200858723 |
| 2014-01-01 | 218.696986939688 |
| 2014-02-01 | 219.653096477880 |
| 2014-03-01 | 220.631559236196 |
| 2014-04-01 | 221.614052519029 |
| 2014-05-01 | 222.496377073288 |
| 2014-06-01 | 222.758555497919 |
| 2014-07-01 | 223.007862670354 |
| 2014-08-01 | 222.633226094273 |
| 2014-09-01 | 222.275853601472 |
| 2014-10-01 | 223.006425929537 |
| 2014-11-01 | 222.248126762141 |
| 2014-12-01 | 223.460198017666 |
| 2015-01-01 | 222.983553732535 |
| 2015-02-01 | 223.936676812809 |
| 2015-03-01 | 224.206640714397 |
| 2015-04-01 | 225.176496346363 |
| 2015-05-01 | 226.040874383983 |
| 2015-06-01 | 225.645902682697 |
| 2015-07-01 | 228.802560018205 |
| 2015-08-01 | 228.631649549333 |
| 2015-09-01 | 227.129232216790 |
| 2015-10-01 | 231.714208979388 |
| 2015-11-01 | 230.972325466453 |
| 2015-12-01 | 231.244814700418 |
| 2016-01-01 | 231.808262064130 |
| 2016-02-01 | 231.651334300302 |
| 2016-03-01 | 231.903036246973 |
| 2016-04-01 | 232.238876756812 |
| 2016-05-01 | 232.448227047339 |
| 2016-06-01 | 232.956152935005 |
| 2016-07-01 | 233.244093169280 |
| 2016-08-01 | 234.064999689843 |
| 2016-09-01 | 234.279461422655 |
| 2016-10-01 | 234.686545684166 |
| 2016-11-01 | 235.147323626918 |
| 2016-12-01 | 234.825998406310 |
| 2017-01-01 | 232.270562350033 |
| 2017-02-01 | 232.883866152991 |
| 2017-03-01 | 233.101411073389 |
| 2017-04-01 | 233.828142654910 |
| 2017-05-01 | 233.920682583064 |
| 2017-06-01 | 234.355529870146 |
| 2017-07-01 | 233.610987257202 |
| 2017-08-01 | 233.279567560154 |
| 2017-09-01 | 234.606406160661 |
| 2017-10-01 | 234.282469611494 |
| 2017-11-01 | 233.939423145120 |
| 2017-12-01 | 234.439840019485 |
| 2018-01-01 | 236.446626303120 |
| 2018-02-01 | 237.530191139939 |
| 2018-03-01 | 238.330898059345 |
| 2018-04-01 | 238.527732316841 |
| 2018-05-01 | 239.432083204435 |
| 2018-06-01 | 239.486645533759 |
| 2018-07-01 | 240.421072459865 |
| 2018-08-01 | 241.290993187974 |
| 2018-09-01 | 242.095163750386 |
| 2018-10-01 | 242.035874369920 |
| 2018-11-01 | 243.162059358682 |
| 2018-12-01 | 240.856435340551 |
| 2019-01-01 | 244.165253783773 |
| 2019-02-01 | 246.031900119346 |
| 2019-03-01 | 246.553033541499 |
| 2019-04-01 | 245.330741531227 |
| 2019-05-01 | 245.650066130002 |
| 2019-06-01 | 246.908089498055 |
| 2019-07-01 | 246.190300329453 |
| 2019-08-01 | 247.049643065214 |
| 2019-09-01 | 245.249696635946 |
| 2019-10-01 | 245.211870426508 |
| 2019-11-01 | 245.483893232867 |
| 2019-12-01 | 246.001781599714 |
| 2020-01-01 | 244.967867705497 |
| 2020-02-01 | 243.905634222036 |
| 2020-03-01 | 243.437176826208 |
| 2020-04-01 | 224.910678607040 |
| 2020-05-01 | 226.104528647986 |
| 2020-06-01 | 227.450132144463 |
| 2020-07-01 | 230.474094999148 |
| 2020-08-01 | 230.586342596919 |
| 2020-09-01 | 232.615850970524 |
| 2020-10-01 | 234.183859046867 |
| 2020-11-01 | 235.304598079046 |
| 2020-12-01 | 237.212034209420 |
| 2021-01-01 | 238.138502715651 |
| 2021-02-01 | 239.941490839086 |
| 2021-03-01 | 242.079856371273 |
| 2021-04-01 | 243.585508977089 |
| 2021-05-01 | 244.431226408610 |
| 2021-06-01 | 243.538209410262 |
| 2021-07-01 | 244.798023438783 |
| 2021-08-01 | 246.010131592834 |
| 2021-09-01 | 246.471031266199 |
| 2021-10-01 | 249.937835660454 |
| 2021-11-01 | 251.114331042576 |
| 2021-12-01 | 253.131576110091 |
| 2022-01-01 | 253.770155771875 |
| 2022-02-01 | 256.359301540640 |
| 2022-03-01 | 254.365010090123 |
| 2022-04-01 | 254.474608690584 |
| 2022-05-01 | 253.937317724679 |
| 2022-06-01 | 252.134220060994 |
| 2022-07-01 | 255.527678344228 |
| 2022-08-01 | 255.640139118033 |
| 2022-09-01 | 255.250214830112 |
| 2022-10-01 | 255.661193047109 |
| 2022-11-01 | 255.390172369795 |
| 2022-12-01 | 253.621482604896 |
| 2023-01-01 | 254.855159642803 |
| 2023-02-01 | 255.274736398249 |
| 2023-03-01 | 254.500375279254 |
| 2023-04-01 | 256.724211778602 |
| 2023-05-01 | 256.393337216921 |
| 2023-06-01 | 256.798647955216 |
| 2023-07-01 | 255.564389489185 |
| 2023-08-01 | 255.935070259769 |
| 2023-09-01 | 256.287538992364 |
| 2023-10-01 | 256.628788656744 |
| 2023-11-01 | 257.648013020433 |
| 2023-12-01 | 256.107646481574 |
| 2024-01-01 | 260.598618099518 |
| 2024-02-01 | 261.509513562786 |
| 2024-03-01 | 260.965176020833 |
| 2024-04-01 | 260.133334902226 |
| 2024-05-01 | 260.121244379841 |
| 2024-06-01 | 259.233353999134 |
| 2024-07-01 | 260.288392570454 |
| 2024-08-01 | 259.129221740653 |
| 2024-09-01 | 259.072540515588 |
| 2024-10-01 | 259.068108955276 |
| 2024-11-01 | 258.199140386426 |
| 2024-12-01 | 257.608776080149 |
| 2025-01-01 | 256.319766882275 |
| 2025-02-01 | 256.312850294669 |
| 2025-03-01 | 255.692798953022 |
| 2025-04-01 | 255.313047756228 |
| 2025-05-01 | 255.217277277261 |
| 2025-06-01 | 254.360695389543 |
| 2025-07-01 | 252.917293019753 |
| 2025-08-01 | 252.970669017450 |
| 2025-09-01 | 251.843947498808 |
| 2025-10-01 | 249.039655198331 |
| 2025-11-01 | 248.206184025778 |
| 2025-12-01 | 249.343087642324 |
| 2026-01-01 | 249.082424165785 |
| 2026-02-01 | 248.501239342869 |
| 2026-03-01 | 249.364882824147 |
| 2026-04-01 | 248.614246455879 |
| 2026-05-01 | 249.062386673519 |
| 2026-06-01 | 251.000297323826 |